There's nowt tricky about it... advance the throttles and punch Go-Around. Save the argument for later. In the meantime, the aeroplane is climbing safely away from the ground. At worst, you'll get the interview with tea and biscuits; whereas the commander will get the interview without either; with his/her hat ON!